How do you improve cost control when working with Research Papers?

I am trying to improve my approach to Research Papers and could use some practical advice.

I am particularly interested in cost control and creative uses. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What has worked best for you, and what would you avoid?